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Industry Profile

Materials Informatics

Target researchers — Computational materials scientists and ML researchers in DFT, ML potentials, high-throughput screening, and Bayesian optimization

Materials informatics applies machine learning and simulation to discover and optimize materials far faster than trial and error. It recruits computational materials scientists from academia and partners with university groups generating training data and models.

$5B Market size
10 Key companies
5 Use cases

Key Companies

Citrine Informatics Materials Zone Kebotix Schrödinger Dunia Innovations Matmerize Polymerize Intellegens Uncountable Phase Genomics

Use Cases

01

ML-potential R&D recruitment

02

Accelerated materials-discovery partnerships

03

University computational-materials collaborations

04

High-throughput-screening talent pipeline

05

R&D data-platform deployment

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